A feed-forward generator trained offline can corrupt and invert the pairwise similarity structure of contrastive verification systems using small bounded image perturbations.
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Beyond Decision Boundaries: Relational Geometry Attacks on Contrastive Embedding Manifolds
A feed-forward generator trained offline can corrupt and invert the pairwise similarity structure of contrastive verification systems using small bounded image perturbations.